Publications
Google Scholar →Selected Publications
Learning neural representations for X-ray ptychography reconstruction with unknown probes
Learning Continuous Neural Representations Enables Scalable and High-Fidelity Electron Microscopy
Nanoscale chemical imaging with structured X-ray illumination
Dynamics of particle network in composite battery cathodes
Machine-and-data intelligence for synchrotron science
PURE-LET Image Deconvolution
All Publications
60.Unbiased and Nonlocal Linear Regression for Video Denoising under Multiplicative Noise
Journal of Mathematical Imaging and Vision 68, 58 (2026) DOI Code
59.Unbiased Risk Estimation for Multiplicative Noise Removal
SIAM Journal on Imaging Sciences (2026) To Appear Code
58.Blind X-ray Bragg Ptychography with Automatic Differentiation
IEEE ICIP, 1-6 (2026) DOI
55.DOA Estimation for Mm-Wave FMCW Radar with Two Receiving Antennas
IEEE ICASSP, 20666-20670 (2026) DOI
54.Data-driven deformation correction in X-ray spectro-tomography with implicit neural networks
Patterns 7, 101515 (2026) Cover Article DOI Code
53.Agentic AI for Accelerated Materials Characterization in Synchrotron Science
Photon Science 1, 45-48 (2025) DOI
51.Hyperspectral and Multispectral Image Fusion with Arbitrary Resolution Through Self-Supervised Representations
International Journal of Computer Vision (IJCV) 133, 7515-7535 (2025) DOI
50.High-Quality CEST Mapping With Lorentzian-Model Informed Neural Representation
IEEE Transactions on Biomedical Engineering 72, 3663-3673 (2025) Featured Article DOI
49.MVSF-AB: accurate antibody–antigen binding affinity prediction via multi-view sequence feature learning
Bioinformatics 41, btae579 (2025) DOI
48.In-device Battery Failure Analysis
Advanced Materials 37, 2416915 (2025) DOI
47.Disentangling multifactorial impacts on cathode thermochemical properties with explainable machine learning
EES Batteries 1, 153-160 (2025) DOI
46.High-fidelity reconstruction of porous cathode microstructures from FIB-SEM data with deep learning
Applied Physics Letters 125, 173902 (2024) DOI
45.Compression of Battery X-ray Tomography Data with Machine Learning
Chinese Physics Letters 41, 098901 (2024) DOI
44.Dopamine-mediated interactions between short-and long-term memory dynamics
Nature 634, 1141-1149 (2024) DOI
43.Generalized Robust Fundus Photography-Based Vision Loss Estimation for High Myopia
MICCAI 2024, 700-710 (2024) DOI
42.A coarse-fine collaborative learning model for three vessel segmentation in fetal cardiac ultrasound images
IEEE J-BHI 28, 4036-4047 (2024) DOI
41.Implicit Regression in Subspace for High-Sensitivity CEST Imaging
IEEE ISBI, 1-5 (2024) DOI
40.Coordinate-Based Neural Network for Fourier Phase Retrieval
IEEE ICASSP, 2585-2589 (2024) DOI
39.Boosting of Implicit Neural Representation-based Image Denoiser
IEEE ICASSP, 4295-4299 (2024) DOI
38.Multi-modal X-ray microscopy for chemical analysis
Trends in Analytical Chemistry, 117491 (2024) DOI
37.Stabilizing Ni-rich layered cathode for high-voltage operation through hierarchically heterogeneous doping with concentration gradient
Mater. Today Chem. 35, 101845 (2024) DOI
36.Robust retrieval of material chemical states in X-ray microspectroscopy
Optics Express 31, 42524 (2023) DOI
35.Nanoscale chemical imaging with structured X-ray illumination
Proceedings of the National Academy of Sciences (PNAS) 120, e2314542120 (2023) DOI Code
34.In situ visualization of multicomponents coevolution in a battery pouch cell
Proceedings of the National Academy of Sciences (PNAS) 119, e2203199119 (2022) DOI
33.Data-Driven Lithium-Ion Battery Cathode Research with State-of-the-Art Synchrotron X-ray Techniques
Acc. Mater. Res., 854-865 (2022) DOI
32.Deep-Learning-Enabled Crack Detection and Analysis in Commercial Lithium-Ion Battery Cathodes
Adv. Funct. Mater. 32, 2203070 (2022) DOI
31.Subspace modeling for fast and high-sensitivity X-ray chemical imaging
IEEE ICASSP, 1-5 (2022) DOI
30.Additive engineering for robust interphases to stabilize high-Ni layered structures at ultra-high voltage of 4.8 V
Nature Energy 7, 484-494 (2022) DOI
29.Dynamics of particle network in composite battery cathodes
Science 376, 517-521 (2022) DOI
28.Structural, Dynamic, and Chemical Complexities in Zinc Anode of an Operating Aqueous Zn-Ion Battery
Adv. Energy Mater. 12, 2200255 (2022) DOI
27.Learning to Deblur using Light Field Generated and Real Defocus Images
CVPR, 16283-16292 (2022) DOI
26.Anomalous Thermal Decomposition Behavior of Polycrystalline LiNi0.8Mn0.1Co0.1O2 in PEO-Based Solid Polymer Electrolyte
Adv. Funct. Mater. 32, 2200096 (2022) DOI
25.Probing lattice defects in crystalline battery cathode using hard X-ray nanoprobe with data-driven modeling
Energy Storage Mater. 45, 647-655 (2022) DOI
24.Value-creating upcycling of retired electric vehicle battery cathodes
Cell Reports Physical Science 3, 100741 (2022) DOI
23.In Situ Visualization of Li-Whisker with Grating-Interferometry-Based Tricontrast X-ray Microtomography
ACS Materials Letters 3, 1786-1792 (2021) DOI
22.Machine-and-data intelligence for synchrotron science
Nature Reviews Physics, 766-768 (2021) DOI
21.Multiphase, Multiscale Chemomechanics at Extreme Low Temperatures: Battery Electrodes for Operation in a Wide Temperature Range
Adv. Energy Mater 11, 2102122 (2021) DOI
20.The role of structural defects in commercial lithium-ion batteries
Cell Reports Physical Science 2, 100554 (2021) DOI
19.Deep-learning-based image registration for nano-resolution tomographic reconstruction
JSR, 1909-1915 (2021) DOI
18.Understanding multi-scale battery degradation with a macro-to-nano zoom through its hierarchy
JMCA, 19886-19893 (2021) DOI
17.Finer cornea characterization with improved spatial resolution in Corvis ST
Biomedical Signal Processing and Control 65, 102297 (2021) DOI
16.AIFNet: All-in-Focus Image Restoration Network Using a Light Field-Based Dataset
IEEE Transactions on Computational Imaging, 675-688 (2021) DOI
15.Understanding the Mesoscale Degradation in Nickel-Rich Cathode Materials through Machine-Learning-Revealed Strain--Redox Decoupling
ACS Energy Letters 6, 687-693 (2021) DOI
14.Machine-learning-revealed statistics of the particle-carbon/binder detachment in lithium-ion battery cathodes
Nature Communications 11, 2310 (2020) DOI
13.On-the-fly estimation of a microscopy point spread function
Optics Express 26, 26120 (2018) DOI
12.Accurate 3D PSF estimation from a wide-field microscopy image
IEEE ISBI, 501-504 (2018) DOI
11.PURE-LET Image Deconvolution
IEEE Transactions on Image Processing 27, 92-105 (2018) DOI Code
10.Gaussian blur estimation for photon-limited images
IEEE ICIP, 495-499 (2017) DOI
9.Fast and accurate three-dimentional point spread function computation for fluorescence microscopy
Journal of the Optical Society of America A 34, 1029 (2017) DOI
8.PURE-LET Deconvolution of 3D Fluorescence Microscopy Images
IEEE ISBI, 723-727 (2017) DOI
7.Deconvolution of Poissonian images with the PURE-LET approach
ICIP 2016, 2708-2712 (2016) DOI
6.A multi-frame optical flow spot tracker
ICIP 2015, 3670-3674 (2015) DOI
5.An attempt to bridge muscle architecture dynamics and its instantaneous rate of force development using ultrasonography
Ultrasonics 61, 71-78 (2015) DOI
4.An indirect method to estimate the force output of triceps surae muscle
EMBC 2014, 5832-5835 (2014) DOI
2.Estimation and visualization of longitudinal muscle motion using ultrasonography: a feasibility study
Ultrasonics 54, 779-788 (2014) DOI
1.Dynamic measurement of pennation angle of gastrocnemius muscles during contractions based on ultrasound imaging
BioMedical Engineering OnLine 11, 63 (2012) DOI